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15 Data Mining Projects Ideas with Source Code for Beginners

ProjectPro

In this blog, you will find a list of interesting data mining projects that beginners and professionals can use. Please don’t think twice about scrolling down if you are looking for data mining projects ideas with source code. The dataset has three files, namely features_data, sales_data, and stores_data.

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15 of the Best Data Science Roles to pursue Right Now

ProjectPro

Table of Contents Data Science Roles - The Growing Demand Data Science Roles - Top 4 Reasons to Choose Choosing data science as a career serves several benefits: Top 15 Highest Paying Data Science Roles How to Land a Job in Data Science Without having a Degree? Interested in Data Science Roles ?

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10 Unique Business Intelligence Projects with Source Code 2025

ProjectPro

Business Intelligence refers to the toolkit of techniques that leverage a firm’s data to understand the overall architecture of the business. This understanding is achieved by using data visualization , data mining , data analytics , data science, etc. methodologies.

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15 Top Machine Learning Projects for Final Year Students

ProjectPro

Recommendation engines are popular in media, entertainment, and shopping. They have a well-researched collection of data such as ratings, reviews, timestamps, price, category information, customer likes, and dislikes. You have to use libraries like OpenCV , Scikit-Image, PIL (Python Imaging Library), NumPy, Pandas, Mahotas, etc.

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Movie Recommendation System: Definition, Strategies, Usecase

Knowledge Hut

How to Build a Movie Recommendation System in Python? Building a movie recommendation system in Python can be an exciting & dynamic project to undertake. Such a system can be built using a variety of technologies & techniques, including machine learning, data mining, & collaborative filtering.

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30+ Data Engineering Projects for Beginners in 2025

ProjectPro

In 2024, the data engineering job market is flourishing, with roles like database administrators and architects projected to grow by 8% and salaries averaging $153,000 annually in the US (as per Glassdoor ). These trends underscore the growing demand and significance of data engineering in driving innovation across industries.

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How to Become a GCP Data Engineer?

ProjectPro

In addition, a thorough understanding of data structures, algorithms, cloud platforms, SQL , Python, Java, batch data pipelines, distribution systems, and parallel programming is also necessary for these roles, so keep that in mind. The following is a guide to help headstart your learning journey: 1.